Upgrade to Pro — share decks privately, control downloads, hide ads and more …

The Human Processing Unit (HPU) as a New Approx...

Avatar for Yuhao Zhu Yuhao Zhu
March 24, 2016
Education
350
0

The Human Processing Unit (HPU) as a New Approximate Computing Substrate

WAX 2016 co-located with ASPLOS 2016

Avatar for Yuhao Zhu

Yuhao Zhu

March 24, 2016

More Decks by Yuhao Zhu

See All by Yuhao Zhu
Automatically Generating Robotics Accelerators
Avatar for Yuhao Zhu queeten
0
85
RTNN: Accelerating Neighbor Search Using Hardware Ray Tracing
Avatar for Yuhao Zhu queeten
0
490
Architecture Support for Robust Deep Learning: Exploiting Software 1.0 Techniques to Defend Software 2.0
Avatar for Yuhao Zhu queeten
0
390
Watt-Wise Web: Architecting a Responsive and Energy-Efficient Mobile Web
Avatar for Yuhao Zhu queeten
0
120
Tail Latency in Node.js: Energy Efficient Turbo Boosting for Long Latency Requests in Event-Driven Web Services
Avatar for Yuhao Zhu queeten
0
840
Algorithm-SoC Co-Design for Mobile Continuous Vision
Avatar for Yuhao Zhu queeten
0
510
Energy and Power Measurement on Mobile Devices
Avatar for Yuhao Zhu queeten
0
220
Defense talk: Energy-Efficient Mobile Web Computing
Avatar for Yuhao Zhu queeten
0
680
GreenWeb: Language Extensions for Energy-Efficient Mobile Web Computing
Avatar for Yuhao Zhu queeten
0
430

Other Decks in Education

See All in Education
[2026前期火５] 論理学（京都大学文学部 前期 第6回）「かつとまたはの規則」
Avatar for Shunsuke Yatabe yatabe
0
440
면접관 눈에 띄는 데이터 분석 포트폴리오 만드는 법 | 2026년 5월 세미나
Avatar for 데이터리안 datarian
0
910
2026年度春学期　統計学　第9回　確からしさを記述する ー 確率 (2026. 5. 28)
Avatar for Akira Asano akiraasano
PRO
0
160
Info Session MSc Computer Science & MSc Applied Informatics
Avatar for Beat Signer signer
PRO
0
300
AI時代に、 なぜ英語を勉強するのか
Avatar for Tetsuya Kato empelt
0
130
Course Review - Lecture 13 - Next Generation User Interfaces (4018166FNR)
Avatar for Beat Signer signer
PRO
0
2.3k
教育現場から見た Ruby on Rails
Avatar for YassLab yasslab
PRO
0
220
Lectura 2 (PIT : Python Basico)
Avatar for Abraham Zamudio robintux
0
380
参加制約理論
Avatar for roadofhope roadofhope
0
140
[2026前期火５] 論理学（京都大学文学部 前期 第13回）「走って、止まって、積み上がる」
Avatar for Shunsuke Yatabe yatabe
0
140
Interaction - Lecture 10 - Information Visualisation (4019538FNR)
Avatar for Beat Signer signer
PRO
0
2.7k
Estimating Group × Time Interaction in Scale-Transformed CEFR-J Self-Assessment Scores: A Case in Study-Abroad Research
Avatar for Ken Urano uranoken
0
140

Featured

See All Featured
SEO in 2025: How to Prepare for the Future of Search
Avatar for Michael King ipullrank
3
3.6k
From π to Pie charts
Avatar for Rasagy Sharma rasagy
0
240
XXLCSS - How to scale CSS and keep your sanity
Avatar for Zaharenia Atzitzikaki sugarenia
249
1.3M
SERP Conf. Vienna - Web Accessibility: Optimizing for Inclusivity and SEO
Avatar for Sara Fernández Carmona sarafernandez
2
1.5k
Test your architecture with Archunit
Avatar for Yoan thirion
1
2.3k
Abbi's Birthday
Avatar for Violet Bock coloredviolet
3
8.8k
Fireside Chat
Avatar for paigeccino paigeccino
42
4k
The Hidden Cost of Media on the Web [PixelPalooza 2025]
Avatar for Tammy Everts tammyeverts
2
380
How to Build an AI Search Optimization Roadmap - Criteria and Steps to Take #SEOIRL
Avatar for Aleyda Solis aleyda
1
2.1k
Collaborative Software Design: How to facilitate domain modelling decisions
Avatar for Kenny Baas-Schwegler baasie
1
260
svc-hook: hooking system calls on ARM64 by binary rewriting
Avatar for Akira Moroo retrage
2
370
Paper Plane (Part 1)
Avatar for Katie Cordina Lindsey katiecoart
PRO
1
9.8k

Transcript

  1. 1 WAX 2016 The Human Processing Unit (HPU) as a

    New Approximate Computing Substrate Yuhao Zhu UT Austin with Matt Lease, Matthew Halpern, and Vijay Janapa Reddi

  2. Computing Device

  3. Computing Device Problem Image Compression Edge Detection

  4. Computing Device Problem Image Compression Edge Detection Algorithm / Application

    JPEG 2000 Sobel

  5. Computing Device Problem Algorithm / Application HPU

  6. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs?

  7. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs? How do we program HPUs while ensuring quality?

  8. Computing Device Problem Algorithm / Application What approximate problems can

    be mapped to HPUs? How do we program HPUs while ensuring quality?